A Decomposition-Based Data-Driven Branch-and-Bound Approach for Black-Box Global Optimization

Damilola Fasiku, Wentao Tang

Many scientific and engineering applications require the global optimization of expensive black-box functions. In high-dimensional settings, however, achieving computational scalab…